With the establishment and development of regional healthcare big data platforms, regional healthcare big data is playing an increasingly important role in health policy program evaluations. Regional healthcare big data is usually structured hierarchically. Traditional statistical models have limitations in analyzing hierarchical data, and multilevel models are powerful statistical analysis tools for processing hierarchical data. This method has frequently been used by healthcare researchers overseas, however, it lacks application in China. This paper aimed to introduce the multilevel model and several common application scenarios in medicine policy evaluations. We expected to provide a methodological framework for medicine policy evaluation using regional healthcare big data or hierarchical data.
The increasing need for healthcare services in rural areas cannot be satisfied because of the lack of healthcare professionals, and poor medical education and training. These result in the low competency of rural healthcare workers. Therefore, the medical education system needs to be reformed in order to improve healthcare human resources in rural areas.
Since the concept of digital twin technology has been put forward, after decades of rapid development and wide application, it has not only made great achievements in many fields, but also brought broader prospects for the development of the medical field. As an important trend in the medical industry, digital twin hospitals play multiple roles by connecting physical hospitals and virtual hospitals and benefit the “patient-medical staff-hospital administrators”, highlighting the immeasurable promising application of digital twin technology in smart hospitals. This review takes digital twin technology as an entry point, briefly introduces the progress of its application in various fields, focuses on the characteristics of digital twin technology, practical application cases in hospitals and their limitations, and also looks forward to its future development prospects, aiming to provide certain useful insights and guidance for the future of digital twin hospitals, and also expecting it to play an important role in changing the future of healthcare to a certain extent.
ObjectiveTo investigate the drug utilization in primary healthcare system of Xinjin county of Chengdu in 2010. MethodsThe drug utilization information in regional health information platform of Xinjin county were collected. Microsoft Excel 2003 software was used to describe the types, forms and expenditure of medicines, particularly the use of antibiotics among outpatients and inpatients. ResultsThe drug utilization of 17 hospitals in Xinjin county in 2010 was summarized below:a) there were 1 507, 1 356 and 695 kinds of drugs dispended for outpatients, and 1 271, 1 023 and 317 for inpatients in county-level hospitals (CLH), township hospitals (TH) and community healthcare centre (CHC), respectively. Among which, oral biomedicine and traditional Chinese medicine (TCM) accounted for about 45% of total types, and 46% to 73% of total drug expenditure among outpatients; while oral biomedicine and the injection accounted 37% to 61% of total types of medicines dispended to inpatients, particularly injection of biomedicine accounting for over 75% of total drug expenditure among inpatients. b) The expenditure of top 30 drugs in primary care hospitals accounted for 50% of total drug expenditure among outpatients and over 85% among inpatients. c) Among the top 20 drugs, there were 15 antibiotics, which accounted for 26.5% of total drug expenditure in Xinjin county. The top 10 antibiotics were mainly cephalosporin, accounting for 59.36% and 66.27% of total antibiotics expenditure among outpatients and inpatients respectively. Conclusiona) The main forms of medicines dispended to outpatients are oral biomedicine and TCM, while oral agents and injection of biomedicine are the majority of medicines used for inpatients. b) The top 30 drugs should be monitored for rational use of drugs considering the huge expenditure. And c) the types, proportion of use and expenses of antimicrobial drugs ranked the first in CLH, CHC and TH, which may imply irrational use of antibiotics.
With the fast advancement of information technology and artificial intelligence, the conventional medical service model has been presented with new growth potential. Internet-based health care has become one of the unavoidable future delivery methods for diagnostic and therapeutic services. Internet-based hospitals are being deployed in medical facilities throughout. The extension of offline to online diagnosis and treatment will need new standards for the personal competency of physicians as well as new requirements for medical education and staff training. In the context of universal Internet diagnosis and treatment, research on the full-cycle training of medical talent will play a clear guiding role in the development of physicians’ skills. By evaluating the relevant literature on competence model and interviewing the behavior events of working physicians in e-hospitals, together with the real situation of current medical students and doctor training barriers, this article aims to improve the quality of remote healthcare via provide related path for enhancing the periodic medical education based on the competency variables.
Value-based healthcare (VBHC) is an important guideline for current and future healthcare services. In practice, VBHC should be the best goal of public welfare of healthcare service. Meanwhile, VBHC and cost-effectiveness analysis together provide scientific evidence for healthcare decision-making. Pay by value is inevitable in the next stage of the reform of the payment system of medical insurance, and the health service system should be reconstructed based on VBHC. Finally, the challenges of VBHC implementation are discussed.
It is essential to improve the practice of community healthcare service for the resolution of the problem of inadequate and overly expensive medical services, to promote the harmonization of doctor-patient relationship. From the aspects of the introduction of community healthcare service and the necessity of its standard management, the civil legal relation of community healthcare and its major problems, as well as the rights and duties of community doctors, the authors discussed the importance and necessity of scientific management, right protection by law as well as sound and orderly development of community healthcare service.
ObjectiveTo investigate the essential healthcare system performance in Xinjin county of Chengdu city from 2009 to 2010, so as to provide baseline data for further study. MethodsThe general information of the essential healthcare, such as the numbers of out and in-patients, service and profits were collected and then analyzed using the software of Microsoft Excel 2003 and SPSS 13.0. Resultsa) The results showed that the numbers of out and in-patients were in the rank of the county, township and community hospital. The numbers of out and emergency patients has been decreased 31.0% and 25.3% in the community hospital from 2009 to 2010, while patients in the county and township hospital has been increased. The numbers of in-patients has been increased by year; b) hospital bed occupancy has been increased by year, and the hospital bed occupancy of county hospitals was 8% lower than national level in 2009, 33.5% higher in 2010, the hospital bed occupancy of township hospitals from 2009 to 2010 was higher than national level, the ones of community hospital was lower than national level; c) there is an annual decreasing tendency for average days for hospitalization in county and community hospital, which were higher than national level; d) it was lower than national average rate; e) the inpatient fee per time was lower than national average rate; f) in the components of the in-patients expense, drug expense, operation expense and diagnose expense were constituted more than 86% in all eight costs; and g) the receipts and expenditure of Xinjin hospital throughout the year increased by years, the income and expenses showed 39.3% and 37.7%. ConclusionThe hospital bed occupancy, average hospitalization days and the inpatient fee per time in Xinjin county of Chengdu city during 2009-2010, were higher than national level. The overall health performance of hospitals in Xinjin county was satisfied. However, there was significant difference between the best and the worst. In order to distribute health resources, both benefit and efficient should be emphasized.
ObjectiveTo evaluate the current status of primary healthcare system reform in Xinjin county, in order to provide baseline data for improving the healthcare service system and population health in Chengdu. MethodsPrimary health care services and population health in Xinjin county were quantitatively described and compared. Resultsa) Eleven township hospitals (100%) and 89 village clinics (66.42%) were upgraded according to the national standards. The management of 60 village clinics were integrated with township hospitals. And 417 and 76 essential healthcare services were provided by township hospitals and village clinics, respectively. b) In 2010, the number of outpatients and inpatients in Xinjin county were increased by 24.2% and 46.3% respectively compared to those of 2009, while the costs per outpatient visit and inpatient discharge were reduced by 21.5% and 18.6% respectively. c) In 2010, health records of 98.2% of population in Xinjin county have been established; 96.3% of pregnant women were managed systematically; 98.8% of children immunization programs were implemented; 100% patients with severe mental disorders and about 78% with hypertension and diabetes were in follow-up and treatment; and 28.8% of total population got the free physical exams in 2010. d) The essential medicine accounted for 96.7% of total types of medicines and 97.8% of total expenditure of medicines in primarily healthcare institutions in Xinjin. The cost of medicine management was reduced from 8.5% to 4.2% while the medicine turnover rate was increased by 50%. e) Average life expectancy in Xinjin county was 77.97 years, infant mortality rate was 6.82‰ in 2010; and there was no maternal death in recent 8 years. f) The regional healthcare information system was established covering three-tier rural health care network spanning the county, township and village. Conclusiona) The primary healthcare system reform in Xinjin county improves the infrastructure of primary care system, the utilization of essential medical care, essential public health service, and essential medicines. b) Life expectancy, infant mortality rate and maternal mortality of Xinjin county are better than the average levels in Sichuan province and China. Xinjin county is a representative pilot county for healthcare service system reform in Chengdu city and a nice model to successfully promote healthcare system reform based on regional healthcare information system.
ObjectivesTo evaluate the reporting quality of clinical practice guidelines published in Chinese journals in 2017.MethodsCBM, CNKI and WanFang Data databases were searched for articles published in 2017. Two reviewers independently screened literature, extracted data, and evaluated the reporting quality of clinical practice guidelines using the Reporting Items for Practice Guidelines in Healthcare (RIGHT).ResultsOne hundred and seven clinical practice guidelines were included and a total reporting rate of 34.8%±0.1% in RIGHT. Among the seven domains of RIGHT, field on basic information had the highest reporting rate (56.8%) and fields on review and quality assurance had the lowest reporting rate (9.3%).The average reporting rate of RIGHT items of Chinese Science Citation Database (CSCD) articles was lower than non-CSCD [MD=−0.73, 95%CI (−0.78, −0.68)] articles. The average reporting rates of RIGHT items differed between Chinese Medical Association (CMA) journal articles and non-CMA journal articles [MD=2.30, 95%CI (2.26, 2.34)]. The average reporting rates of RIGHT items was lower in guidelines established by associations or institutes [MD=−3.78, 95%CI (−3.83, −3.73)], and was higher reported in Chinese medicine guidelines [MD=21.94, 95%CI (21.91, 21.97)].ConclusionsThe reporting quality of clinical practice guidelines published in journals of mainland China in 2017 is low in general, especially in fields such as review and quality assurance, funding and declaration and management of interests and other information. To improve this phenomena, it is suggested that guideline developers report the guidelines rigorously with international standard.